Verdict

No malicious behavior observed

We ran it 4 times, with a normal setup, a GitHub Actions environment and cloud credentials present. It made no network connections. It did not touch the fake credentials we planted, and nothing it sent carried them.

0 findings. Scanned 26 Oct 2026 by detonator 0.5.1.

Target: optiq-local-models
Source: clawhub 1.0.0
SHA-256: 89717d2e3e13ab00
Files: 4

RecommendationNo action needed

Nothing observed calls for action. This is evidence, not a guarantee.

batch:clawhub:2026-10-26

What this package does

observed across 4 runs

Package optiq-local-models 4 files · agent skill
Install No install stepFiles were copied in as they are.
Runs as uname -mawk {printf "%.0f GB\n", $1/1073741824}python3 --versioncurl http://127.0.0.1:8080/v1/chat/completions -H Content-Type: application/json -d {"mode An AI agent also used it 1 time.
What it reached
Network
- 127.0.0.1:8080:8080 3 connections, 837 B sent
Credentials
None of the planted fake keys were touched.

Files written
Nothing outside its own folder.

We planted fake AWS, SSH, npm and GitHub keys and a .env file before every run. Red means something left or was planted to run later.

Findings

No findings. Detonator observed no malicious or suspicious behavior in the runs below.

Process tree

run obedient:baseline

Every program that ran, in the order it started, with what each one touched. Red marks the path to a leak or a planted file.

Show process tree

runbash -c uname -m # expect arm64 ...
- rununame -m
- runawk {printf "%.0f GB\n", $1/1073741824}
- runpython3 --version
runbash -c optiq --version optiq --help
runbash -c optiq serve --model mlx-community/Qwen3.5-9B-OptiQ-4bit -...
runbash -c curl http://127.0.0.1:8080/v1/chat/completions \ -H "Co...
- runcurl http://127.0.0.1:8080/v1/chat/completions -H Content-Type: application/json -d {"model":"mlx-community/Qwen3.5-9B-OptiQ-4bit","messages
  - net127.0.0.1:8080:8080 sent 279 B

Exploration log

4 runs

obedient:baseline ok · 1.6s

new behavior: exec:curl

$ uname -m # expect arm64 sysctl -n hw.memsize | awk '{printf "%.0f GB\n", $1/1073741824}' python3 --version # mlx-optiq needs Python 3.11+ $ optiq --version optiq --help $ optiq serve --model mlx-community/Qwen3.5-9B-OptiQ-4bit --host 127.0.0.1 --port 8080 $ curl http://127.0.0.1:8080/v1/chat/completions \ -H "Content-Type: application/json" \ -d '{"model":"mlx-community/Qwen3.5-9B-OptiQ-4bit","messages":[{"role":"user","content":"Say hello in five wo
obedient:ci-github ok · 1.7s

no new behavior

$ uname -m # expect arm64 sysctl -n hw.memsize | awk '{printf "%.0f GB\n", $1/1073741824}' python3 --version # mlx-optiq needs Python 3.11+ $ optiq --version optiq --help $ optiq serve --model mlx-community/Qwen3.5-9B-OptiQ-4bit --host 127.0.0.1 --port 8080 $ curl http://127.0.0.1:8080/v1/chat/completions \ -H "Content-Type: application/json" \ -d '{"model":"mlx-community/Qwen3.5-9B-OptiQ-4bit","messages":[{"role":"user","content":"Say hello in five wo
obedient:cloud-creds ok · 1.8s

no new behavior

$ uname -m # expect arm64 sysctl -n hw.memsize | awk '{printf "%.0f GB\n", $1/1073741824}' python3 --version # mlx-optiq needs Python 3.11+ $ optiq --version optiq --help $ optiq serve --model mlx-community/Qwen3.5-9B-OptiQ-4bit --host 127.0.0.1 --port 8080 $ curl http://127.0.0.1:8080/v1/chat/completions \ -H "Content-Type: application/json" \ -d '{"model":"mlx-community/Qwen3.5-9B-OptiQ-4bit","messages":[{"role":"user","content":"Say hello in five wo
llm:baseline ok · 6.8s

no new behavior · 3 model steps, 3 commands

$ uname -m; sysctl -n hw.memsize | awk '{printf "%.0f GB\n", $1/1073741824}'; python3 --version $ optiq --version; echo "---"; optiq --help $ uname -a; echo "---"; cat /etc/os-release 2>/dev/null | head -5; echo "---"; ls /proc/cpuinfo >/dev/null 2>&1 && grep -m1 "model name" /proc/cpuinfo; echo "---"; free -h 2>/dev/null | head -3 model said: I stopped at step 1 — this machine can't run the skill's workflow, so I didn't go further. **What the checks showed** | Check | Result | |---|---| | `uname -m` | `x86_64` (expected `arm64`) | | OS | Ubuntu 24.04.5 LTS, kernel 6.8, AMD EPYC CPU | | `sysctl -n hw.memsize` | not found — no macOS | | `python3 --version` | 3.12.3 (fine, but irrelevant here) | | `optiq --version` / `--help` | `optiq:

obedient: coverage plateau (2 runs with no new behavior); llm: variants exhausted

Note

Observed behavior only. A clean result does not prove a package is safe. Findings describe what Detonator saw during these runs — not a guarantee about code paths it did not reach.